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45 Publications
2024 | Journal Article | LibreCat-ID: 53073
Muschalik M, Fumagalli F, Hammer B, Huellermeier E. Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles. Proceedings of the AAAI Conference on Artificial Intelligence. 2024;38(13):14388-14396. doi:10.1609/aaai.v38i13.29352
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2024 | Journal Article | LibreCat-ID: 53213
Amiri A, Tavana M, Arman H. An Integrated Fuzzy Analytic Network Process and Fuzzy Regression Method for Bitcoin Price Prediction. Internet of Things. 2024;25. doi:10.1016/j.iot.2023.101027
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| DOI
2023 | Journal Article | LibreCat-ID: 48290
Habernal I, Faber D, Recchia N, et al. Mining legal arguments in court decisions. Artificial Intelligence and Law. Published online 2023. doi:10.1007/s10506-023-09361-y
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| DOI
2023 | Journal Article | LibreCat-ID: 48777
Fumagalli F, Muschalik M, Hüllermeier E, Hammer B. Incremental permutation feature importance (iPFI): towards online explanations on data streams. Machine Learning. Published online 2023. doi:10.1007/s10994-023-06385-y
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| DOI
2023 | Journal Article | LibreCat-ID: 48779
Artelt A, Visser R, Hammer B. “I do not know! but why?” — Local model-agnostic example-based explanations of reject. Neurocomputing. 2023;558. doi:10.1016/j.neucom.2023.126722
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2023 | Journal Article | LibreCat-ID: 44639
Hoppe JA, Tuisku O, Johansson-Pajala R-M, et al. When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty. Computers in Human Behavior Reports. 2023;9. doi:10.1016/j.chbr.2022.100258
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2023 | Journal Article | LibreCat-ID: 49516
Groß A, Schütze C, Brandt M, Wrede B, Richter B. RISE: an open-source architecture for interdisciplinary and reproducible human–robot interaction research. Frontiers in Robotics and AI. 2023;10. doi:10.3389/frobt.2023.1245501
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2023 | Conference Paper | LibreCat-ID: 50121
Leffrang D. AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization. In: International Conference on Information Systems. ; 2023.
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2023 | Journal Article | LibreCat-ID: 50262
Fumagalli F, Muschalik M, Hüllermeier E, Hammer B. Incremental permutation feature importance (iPFI): towards online explanations on data streams. Machine Learning. 2023;112(12):4863-4903. doi:10.1007/s10994-023-06385-y
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| DOI
2023 | Journal Article | LibreCat-ID: 53301
Vieluf S, Hasija T, Kuschel M, Reinsberger C, Loddenkemper T. Developing a deep canonical correlation-based technique for seizure prediction. Expert Systems with Applications. 2023;234. doi:10.1016/j.eswa.2023.120986
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2023 | Journal Article | LibreCat-ID: 53220
Tavana M, Khalili Nasr A, Ahmadabadi AB, Amiri AS, Mina H. An interval multi-criteria decision-making model for evaluating blockchain-IoT technology in supply chain networks. Internet of Things. 2023;22. doi:10.1016/j.iot.2023.100786
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2023 | Journal Article | LibreCat-ID: 53218
Tavana M, Soltanifar M, Santos-Arteaga FJ, Sharafi H. Analytic hierarchy process and data envelopment analysis: A match made in heaven. Expert Systems with Applications. 2023;223. doi:10.1016/j.eswa.2023.119902
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2023 | Journal Article | LibreCat-ID: 53229
Santos-Arteaga FJ, Di Caprio D, Tavana M, Tena EC. A Credibility and Strategic Behavior Approach in Hesitant Multiple Criteria Decision-Making With Application to Sustainable Transportation. IEEE Transactions on Fuzzy Systems. 2023;31(2):460-474. doi:10.1109/tfuzz.2022.3188875
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2023 | Journal Article | LibreCat-ID: 53228
Tirkolaee EB, Torkayesh AE, Tavana M, Goli A, Simic V, Ding W. An integrated decision support framework for resilient vaccine supply chain network design. Engineering Applications of Artificial Intelligence. 2023;126. doi:10.1016/j.engappai.2023.106945
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2023 | Journal Article | LibreCat-ID: 53230
Mahdiraji HA, Tavana M, Rezayar A. A Game-Theoretic Framework for Analyzing the Impact of Social Responsibility and Supply Chain Profitability. Cybernetics and Systems. 2023;54(1):104-137. doi:10.1080/01969722.2022.2055402
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2022 | Conference Paper | LibreCat-ID: 27506 | 
Kucklick J-P. Visual Interpretability of Image-based Real Estate Appraisal. In: 55th Annual Hawaii International Conference on System Sciences (HICSS-55). ; 2022.
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2022 | Conference Paper | LibreCat-ID: 29539 |
Kucklick J-P. Towards a model- and data-focused taxonomy of XAI systems. In: Wirtschaftsinformatik 2022 Proceedings. ; 2022.
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2022 | Journal Article | LibreCat-ID: 30193
Meyer M, Fichtler T, Koldewey C, Dumitrescu R. Potentials and challenges of analyzing use phase data in product planning of manufacturing companies. Artificial Intelligence for Engineering Design, Analysis and Manufacturing. 2022;36. doi:10.1017/s0890060421000408
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2022 | Journal Article | LibreCat-ID: 34046
Hoffmann C, Thommes K. Seizing the Opportunity for Automation—How Traffic Density Determines Truck Drivers’ Use of Cruise Control. IEEE Transactions on Human-Machine Systems. Published online 2022:1-11. doi:10.1109/thms.2022.3212335
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2022 | Journal Article | LibreCat-ID: 34703
Rohlfing K, Altvater-Mackensen N, Caruana N, et al. Social/dialogical roles of social robots in supporting children’s learning of language and literacy—A review and analysis of innovative roles. Frontiers in Robotics and AI. 2022;9. doi:10.3389/frobt.2022.971749
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